49 citations · 63 across the 5 of their papers we have counts for
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cs.LG2020★ 2 cited
Are Hyperbolic Representations in Graphs Created Equal?
Max Kochurov, Sergey Ivanov, Eugeny Burnaev
Recently there was an increasing interest in applications of graph neural networks in non-Euclidean geometry; however, are non-Euclidean representations always useful for graph lea…
cs.CG2020★ 49 cited
Geoopt: Riemannian Optimization in PyTorch
Max Kochurov, Rasul Karimov, Serge Kozlukov
Geoopt is a research-oriented modular open-source package for Riemannian Optimization in PyTorch. The core of Geoopt is a standard Manifold interface that allows for the generic im…